Analytics Data Science And Iot Lead Job in Hexaware Technologies Ltd

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Job Skills

Data Science - Python, Data Science - Python, BI/BA

Description

Senior MLOps Engineer

5+ year experience in machine learning and setting up MLOps in Azure, GCP or AWS

Should be able to build, test, and deploy the new pipeline components to the target environment in Azure or GCP

Experience with one or more Container-ecosystem (Docker, Kubernetes)

Experience building infrastructure and deploying machine learning workloads

Experience in building MLOps pipelines to support development, experimentation, CI/CD, validation, retraining, automation, and monitoring of AI/ML models

Should be responsible to continuously evaluate the latest packages and frameworks in the ML ecosystem

Knowledge of Machine Learning frameworks and tools such as scikit-learn, Tensor Flow, Keras, PyTorch, NumPy, etc.

Experience in Test Driven Development, Git version control (GitLab a plus), Rest APIs, best practices in environment management, run time configurations, alerts.

Experience in building orchestration pipeline to convert plain python models into a deployable API/RESTful endpoint.

Experience in Shell Scripting and automation tools

Exposure to event driven orchestration, online model deployment

Contribute towards establishing best practices in MLOps systems development.